Title :
Inverse boundary value problems with uncertain boundary values and their relevance to inclinometer measurements
Author :
O´Leary, Patrick ; Harker, Matthew
Author_Institution :
Inst. for Autom., Univ. of Leoben, Leoben, Austria
Abstract :
This paper presents the theoretical background for a new measurement system for the monitoring of possible road subsidence and its verification with experimental results. A combination of theodolite measurements and inclinometers are used to perform the monitoring of possible land subsidence. The aim is to detect ground motion near critical infrastructure during excavation is the vicinity. The required computation corresponds to an inverse boundary value problem with uncertain boundary values. The solution is formulated as a covariance weighted Hermite approximation problem. Additionally, a method of taking advantage of the properties of the over-constrained system to identify a defective sensor is presented. The correct functionality of the proposed method and its performance in terms of uncertainty is demonstrated with a Monte Carlo simulation. Additionally, tests were performed with a real monitoring system with reference measurements. The correct functionality of the measurement system was verified.
Keywords :
Hermitian matrices; Monte Carlo methods; angular velocity measurement; approximation theory; computerised monitoring; condition monitoring; excavators; initial value problems; measurement systems; measurement uncertainty; roads; theodolites; Monte Carlo simulation; covariance weighted Hermite approximation problem; critical infrastructure; defective sensor; excavation; ground motion detection; inclinometer measurement system; inverse boundary value problem; land subsidence monitoring; overconstrained system; real monitoring system; road subsidence monitoring; theodolite measurement; uncertain boundary value; vicinity; Bridges; Measurement uncertainty; Monitoring; Positron emission tomography; Roads; Rotation measurement; Weight measurement;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2014 IEEE International
Conference_Location :
Montevideo
DOI :
10.1109/I2MTC.2014.6860725